NotebookLM Skill Factory

Turn domain knowledge into Claude Code skills — NotebookLM research → structured SKILL.md generation → automated validation pipeline.

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What It Does

Manually writing SKILL.md files is slow: research takes hours, hallucinations creep in, and iteration is painful. This skill orchestrates a 4-phase pipeline that combines NotebookLM's source-grounded research with Claude Code's execution:

User Intent → NotebookLM Source Ingestion → SKILL.md Extraction → Validation → Test & Iterate

Why This Works

• No hallucinations — NotebookLM answers only from sources you provide, never invents
• Minutes, not hours — What used to take a full afternoon now takes a few minutes
• Structured output — Extracts production-ready SKILL.md with proper YAML frontmatter
• Built-in iteration — Test failures feed back into NotebookLM for automatic fixes

Quick Start

Prerequisites

# One-time setup
notebooklm login        # Google OAuth (opens browser once)

Usage

/create a skill for high-conversion landing page copywriting

The skill will:

1. Ask you for source materials (PDFs, URLs, YouTube)
2. Create a dedicated NotebookLM notebook and index them
3. Extract a complete, validated SKILL.md
4. Test it and iterate if needed

Installation

ClawHub (recommended)

clawhub install notebooklm-skill-factory

Manual

git clone https://github.com/kidcvs/notebooklm-skill-factory.git
cp -r notebooklm-skill-factory ~/.claude/skills/

Or for Hermes:

cp -r notebooklm-skill-factory ~/.hermes/skills/

File Structure

├── SKILL.md                              # Main skill definition
├── scripts/
│   └── parse-skill-output.py             # Parse NotebookLM JSON → SKILL.md
└── references/
    └── skill-extraction-prompt.md         # Prompt templates for extraction

Supported Platforms

Platform	Status	Install
Claude Code	✅	ClawHub / Manual
OpenClaw	✅	ClawHub / Manual
Hermes	✅	Manual

Dependencies

• NotebookLM CLI — notebooklm command
• Python 3.10+ (stdlib only, no pip packages)
• skill-creator and skill-vetter skills (for validation phase)

License

MIT — see LICENSE